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11/09/2022
An Empirical Study on Clustering Pretrained Embeddings: Is Deep Strictly Better?
Recent research in clustering face embeddings has found that unsupervise...
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09/13/2021
Online Unsupervised Learning of Visual Representations and Categories
Real world learning scenarios involve a nonstationary distribution of cl...
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03/29/2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning
Recent work has argued that classification losses utilizing softmax cros...
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09/27/2019
Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning
We present a pipeline for geomorphological analysis that uses structure ...
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09/25/2019
Stochastic Prototype Embeddings
Supervised deep-embedding methods project inputs of a domain to a repres...
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05/22/2018
